Singer/dancer/choreographer Paula Abdul hit the big time with the third single, "Straight Up," off this album, which sparked a string of hits that carried through to her follow-up. Despite having a slight voice, her voice is distinct and perfectly suited to this synthesized type of late-'80s dance-pop. "Cold Hearted" is insistent and catchy, "Forever Your Girl" is sweet and accessible, and "Opposites Attract" gives Abdul a chance to spar with the Wild Pair. There is some filler – "Next to You," for example – that hasn't aged as well as the better material, but overall this is a consistent album with some great dance-pop songs. Unfortunately, as Abdul and her material matured, her audience waned.
As far as budget-line compilations are considered, 10 Great Songs is as straightforward as it gets. The disc contains Paula Abdul's first ten charting singles, from “Knocked Out” through “Vibeology.” That means that each one of her six consecutive number one singles – “Straight Up,” “Forever Your Girl,” “Cold Hearted,” “Opposites Attract,” “Rush, Rush,” and “The Promise of a New Day” – is included. “It’s Just the Way That You Love Me” and “Blowing Kisses in the Wind,” both of which reached the Top Ten, are here as well. This is all that most casual Abdul fans could possibly need.